: NLP Vocabulary: model

NLP methods and tools > model

model

Physical, mathematical or otherwise logical representation of a system, entity, phenomenon, process or data. (ISO/IEC 22989:2022 Information technology — Artificial intelligence — Artificial intelligence concepts and terminology)

Our model assigned each token with nearly equivalent attention score. (Liu, Li, Zhang, Yang & Zhou, 2019)
This model assigns a probability P(e) to any candidate translation rewarding translations whose subsequences have been observed frequently in the training data. (Wang, May, Knight & Marcu, 2010)
To train on several datasets our model contains task-specific heads each optimizing for a task-specific loss. (Aghajanyan, Gupta, Shrivastava, Chen, Zettlemoyer & Gupta, 2021)

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